Week In Review: Design, Low Power


Processors Arm rolled out a micro neural processing unit that, when combined with its newest microcontroller, can increase machine learning performance by up to 480 times. The company is aiming the MCU and co-processor across a wide swath of applications. Worth noting is that Arm calls its Cortex-M55 an AI-capable processor, rather than a microcontroller, as the lines between the various proce... » read more

Week In Review: Auto, Security, Pervasive Computing


AI/Edge Arm putting AI (artificial intelligence) and machine learning (ML) on the Cortex-M processor by offering IP for a microNPU for Cortex-M. The company says in a press release that it will deliver a 480x uplift in ML performance. The new Cortex-M IP is Arm Ethos-U55 NPU, which Arm says is the industry’s first microNPU (neural processing unit). Arm is hoping the new IP will start an expl... » read more

Where Timing And Voltage Intersect


João Geada, chief technologist at ANSYS, talks about the limitations for power delivery networks and what processors can handle, why the current solutions to these issues are causing failures, and how voltage reduction can affect timing. » read more

Thinking About AI Power In Parallel


Most AI chips being developed today run highly parallel series of multiply/accumulate (MAC) operations. More processors and accelerators equate to better performance. This is why it's not uncommon to see chipmakers stitching together multiple die that are larger than a single reticle. It's also one of the reasons so much attention is being paid to moving to the next process node. It's not ne... » read more

Artificial Intelligence For Industrial Applications


By Dirk Mayer and Olaf Enge-Rosenblatt Due to digitalization, modern machines and systems provide massive quantities of data, which form a significant basis for the optimization of production processes, operations and safety. These data sets, however, grow more and more complex, which renders the simple analysis methods typically used in the past often ineffective. This is one factor driv... » read more

Enabling Integration Success Using High-Speed SerDes IP


By Niall Sorensen and Malini Narayanammoorthi Internet traffic volumes continue to grow at a breakneck pace, and the demands on SerDes speeds increase accordingly. High-speed SerDes play an integral part of the networking chain and these speed increases are required to support the bandwidth demands of artificial intelligence (AI), Internet of Things (IoT), virtual reality (VR) and many more ... » read more

How AI In Edge Computing Drives 5G And The IoT


Edge computing, which is the concept of processing and analyzing data in servers closer to the applications they serve, is growing in popularity and opening new markets for established telecom providers, semiconductor startups, and new software ecosystems. It’s brilliant how technology has come together over the last several decades to enable this new space starting with Big Data and the idea... » read more

Earlier Is Better In Latch-Up Detection


Physical verification is an essential step in integrated circuit (IC) design verification. Foundries provide design rule manuals that specify the precise physical requirements needed to ensure the design can be correctly manufactured, and the verification team runs the layout through checks based on those rules to ensure compliance. However, ensuring that a design can be manufactured does not g... » read more

Moore And More


For more than 50 years, the semiconductor industry has enjoyed the benefits of Moore's Law — or so it seemed. In reality, there were three laws rolled up into one: Each process generation would have a higher clock speed at the same power. This was not discovered by Moore, but by Dennard, who also invented the DRAM. Process generations continue to get faster and lower power, but the power... » read more

Reducing Power At RTL


Power management and reduction at the register transfer level is becoming more problematic as more heterogeneous elements are added into advanced designs and more components are dependent on interactions with other components. This has been a growing problem in leading-edge designs for the past couple of process nodes, but similar issues have begun creeping into less-sophisticated designs as... » read more

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